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Group specific vein-atlasing: an application for analyzing the venous system under normal and multiple sclerosis
Günther Grabner1, Assunta Dal-Bianco, Simon Hametner
1Medical University of Vienna, MR Centre of Excellence, Department of Biomedical Imaging and Image-Guided Therapy, Vienna, Austria.
A novel vein atlas created from healthy individuals reveals significantly higher venous volume in multiple sclerosis (MS) lesions compared to normal-appearing white matter. This atlas aids in evaluating individual venous systems.
Area of Science:
- Neuroimaging
- Vascular Biology
- Multiple Sclerosis Research
Background:
- Understanding the venous system in multiple sclerosis (MS) is crucial for disease characterization.
- Existing methods lack a standardized reference for normal venous anatomy.
Purpose of the Study:
- To develop a group-specific vein atlas from healthy controls.
- To quantify and compare venous volume in MS lesions versus normal-appearing white matter (NAWM) using this atlas.
Main Methods:
- High-resolution 7 Tesla susceptibility-weighted imaging (SWI) and T1-weighted imaging were used.
- Automatic vein segmentation and nonlinear registration created the average vein atlas.
- Venous volume fraction was calculated in MS lesions and NAWM regions.
Main Results:
- The vein atlas successfully visualized the average venous network of healthy controls.
- MS lesions exhibited a significantly higher venous volume fraction compared to the atlas.
- No significant difference in venous volume was observed between NAWM regions and the atlas.
Conclusions:
- The developed vein atlas serves as a valuable tool for assessing population-specific venous systems.
- This atlas enables the evaluation of venous system alterations in individual subjects, particularly in neurological conditions like MS.
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